With this framework, instead of annotating every frame in the video sequence, experts are just performing key annotations at the beginning and the end of sequences with pathologies, e.g., visible polyps. To support those domain experts, we generated a framework. Domain experts are needed to interpret and annotate the videos. Especially gastroenterological data, which often involves endoscopic videos, are cumbersome to annotate. For all the supervised deep learning applications, data is the most critical factor in securing successful implementation and sustaining the progress of the machine learning model. ![]() ![]() Machine learning, especially deep learning, is becoming more and more relevant in research and development in the medical domain.
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